Compression of Vertex Transitive Graphs
Compression of Vertex Transitive Graphs Bruce Litow, ¤ Narsingh Deo, y and Aurel Cami y Abstract We consider the lossless compression of vertex transitive graphs. An undirected graph G = (V; E) is called vertex transitive if for every pair of vertices x; y 2 V , there is an automorphism σ of G, such that σ(x) = y. A result due to Sabidussi, guarantees that for every vertex transitive graph G there exists a graph mG (m is a positive integer) which is a Cayley graph. We propose as the compressed form of G a ¯nite presentation (X; R) , where (X; R) presents the group ¡ corresponding to such a Cayley graph mG. On a conjecture, we demonstrate that for a large subfamily of vertex transitive graphs, the original graph G can be completely reconstructed from its compressed representation. 1 Introduction The complex networks that describe systems in nature and society are typ- ically very large, often with hundreds of thousands of vertices. Examples of such networks include the World Wide Web, the Internet, semantic net- works, social networks, energy transportation networks, the global economy etc., (see e.g., [16]). Given a graph that represents such a large network, an important problem is its lossless compression, i.e., obtaining a smaller size representation of the graph, such that the original graph can be fully restored from its compressed form. We note that, in general, graphs are incompressible, i.e., the vast majority of graphs with n vertices require (n2) bits in any representation. This can be seen by a simple counting argument. There are 2n¢(n¡1)=2 labelled, undirected graphs, and at least 2n¢(n¡1)=2=n! unlabelled, undirected graphs.
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